Ziyuan Guan

5PUBLICATIONS
20CO-AUTHORS
Microfluidics and nanofluidicsArtificial life and complex adaptive systemsDisease surveillanceModels of care and place of birthInformation systems development methodologies and practice
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Publications (5)

|Nov 12, 2025
Predicting Acute Kidney Injury with Nephrotoxic Burden in Noncritical Patients: An Internal and External Validation Study.

Esra Adiyeke, Yuanfang Ren, Benjamin Shickel

|Aug 08, 2025
Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling.

Miguel Contreras, Brandon Silva, Benjamin Shickel

|Nov 06, 2024
Electronic Health Record Data Quality and Performance Assessments: Scoping Review.

Yordan P Penev, Timothy R Buchanan, Matthew M Ruppert

|Aug 16, 2024
APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model.

Miguel Contreras, Brandon Silva, Benjamin Shickel

|Aug 30, 2023
Machine Learning-Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review.

Jeremy A Balch, Matthew M Ruppert, Tyler J Loftus

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Frequent Collaborators

5 joint publications

Azra Bihorac

4 joint publications

Jeremy Balch

4 joint publications

Benjamin Shickel

3 joint publications

Matthew M Ruppert